Author

N. A. Holroyd

Listed by name: these papers carry no ORCID for this author, so different people with the same name may be mixed together.

Biology Disciplines

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Bioengineering· 1 Microbiology· 1

Signature Assays, Organisms & Methods

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Approach:deep learning· 2 Assay:imaging· 2 Research Focus:benchmarking· 1 Research Focus:cell-cell communication· 1 Research Focus:clustering· 1 Research Focus:dimensionality reduction· 1 Approach:statistical model· 1

Frequent Co-Authors

C. Walsh· 2 shared R. J. Shipley· 2 shared S. Walker-Samuel· 2 shared E. E. Brown· 1 shared H. West· 1 shared M. Berg· 1 shared Z. Li· 1 shared

Activity by Year

2023-2024 · peak 1/yr

Co-Author Collaboration Network

7 top collaborators · 17 mutual co-author links

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2 shared papersBioengineering

C. Walsh

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2 papers

Recent·Most cited

Reconstructing microvascular network skeletons from 3D images: what is the ground truth?

C. Walsh, M. Berg, H. West, N. A. Holroyd, S. Walker-Samuel, R. J. Shipley

This paper evaluates skeletonisation algorithms for 3D vascular networks, introducing a super-metric to assess and optimize their performance across different datasets.

bioRxiv · Feb 1, 2024Bioengineering

tUbe net: a generalisable deep learning tool for 3D vessel segmentation

N. A. Holroyd, Z. Li, C. Walsh, E. E. Brown, R. J. Shipley, S. Walker-Samuel

tUbe net is a deep learning tool for 3D vessel segmentation that can be generalized across tissues, modalities, and pathologies with minimal labeled data.

bioRxiv · Jul 24, 2023Microbiology